CN111628078A - Synaptic transistor based on two-dimensional and three-dimensional perovskite composite structure and preparation method thereof - Google Patents
Synaptic transistor based on two-dimensional and three-dimensional perovskite composite structure and preparation method thereof Download PDFInfo
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Abstract
本发明公开了一种基于二维和三维钙钛矿复合结构突触晶体管及其制作方法,主要解决现有二端钙钛矿突触器件模拟突触行为不准确的问题,其自下而上,包括玻璃衬底(1)、透明氧化物栅电极(2)、钙钛矿区(3)、源电极(4)、漏电极(5)和封装保护层(6)。该离子介质层采用三维钙钛矿材料,导电沟道层采用二维钙钛矿材料;利用三维钙钛矿材料中离子迁移形成的电场以调制二维钙钛矿材料中的载流子输运;器件栅极模拟突触前膜作输入端;器件源漏模拟突触后膜以读取突触后电流,本发明能同时调节载流子输运和栅控两个过程,实现对源漏电流的调控,提升突触晶体管对突触行为模拟的准确性,可用于模拟人类神经突触,构建神经网络系统。
The invention discloses a synaptic transistor based on a two-dimensional and three-dimensional perovskite composite structure and a manufacturing method thereof, which mainly solves the problem of inaccurate simulated synaptic behavior of the existing two-terminal perovskite synaptic device, which is bottom-up , comprising a glass substrate (1), a transparent oxide gate electrode (2), a perovskite region (3), a source electrode (4), a drain electrode (5) and an encapsulation protection layer (6). The ion medium layer adopts a three-dimensional perovskite material, and the conductive channel layer adopts a two-dimensional perovskite material; the electric field formed by the ion migration in the three-dimensional perovskite material is used to modulate the carrier transport in the two-dimensional perovskite material The gate of the device simulates the presynaptic membrane as the input terminal; the source and drain of the device simulates the post-synaptic membrane to read the post-synaptic current. The regulation of current can improve the accuracy of synaptic behavior simulation by synaptic transistors, which can be used to simulate human synapses and build neural network systems.
Description
技术领域technical field
本发明属于半导体器件技术领域,特别涉及一种突触晶体管及其制备方法,可用于模拟人类神经突触,构建神经网络系统。The invention belongs to the technical field of semiconductor devices, in particular to a synaptic transistor and a preparation method thereof, which can be used to simulate human synapses and construct a neural network system.
背景技术Background technique
以数据信息为基础的人工智能、大数据、物联网等新兴技术正在深刻改变人类的生活、引领人类进入智能信息时代。但是,面对日益膨胀的数据信息,传统的计算机由于计算单元和存储器的物理分离,即冯诺依曼瓶颈,早已无法满足灵活处理和存储大量信息的需求。如何提高存储和运算的效率成为人类不得不面对的难题。相比之下,人类大脑高度并行的非线性信息处理能力展现出了明显的优势,能够在~20W低能耗、和~10Hz的低频率的工作条件下,高效率地完成学习、感知、识别、记忆、思考等一系列复杂过程。人类大脑这样强大的能力关键在于其拥有数百亿神经元和数百万亿突触组成的低能耗、高速度与小型化的神经网络系统,而突触是这一系统实现信息传递的“核心器件”。因此,发展人工突触器件、构建神经态系统已经成为智能信息时代的迫切需求和必然选择。利用单个器件完全模拟生物突触的功能具有重要的研究意义,但传统的Si基CMOS技术无法完成这一挑战。近年来,众多新材料、新器件、新机理的不断涌现为人工突触器件的发展带来新的契机。Emerging technologies such as artificial intelligence, big data, and the Internet of Things based on data information are profoundly changing human life and leading human beings into the era of intelligent information. However, in the face of the ever-expanding data information, traditional computers have long been unable to meet the needs of flexible processing and storage of large amounts of information due to the physical separation of computing units and memory, that is, the von Neumann bottleneck. How to improve the efficiency of storage and computing has become a difficult problem that humans have to face. In contrast, the highly parallel nonlinear information processing capability of the human brain shows obvious advantages, and can efficiently complete learning, perception, recognition, A series of complex processes such as memory and thinking. The key to such a powerful ability of the human brain lies in its low-energy, high-speed and miniaturized neural network system composed of tens of billions of neurons and hundreds of trillions of synapses, and synapses are the "core" of information transmission in this system. device". Therefore, the development of artificial synaptic devices and the construction of neurological systems have become urgent needs and inevitable choices in the age of intelligent information. It is of great research interest to fully simulate the function of biological synapses with a single device, but traditional Si-based CMOS technology cannot accomplish this challenge. In recent years, the continuous emergence of many new materials, new devices and new mechanisms has brought new opportunities for the development of artificial synaptic devices.
在众多新材料中,凭借独特的材料性质,包括可调的带隙、载流子易于调控、超柔性和<150℃的低温合成工艺以及快速的离子迁移,而兼具电子和离子导电性的钙钛矿材料已经成为人工突触器件的重要潜在材料。目前已报道的钙钛矿突触器件以二端型忆阻器为主流,导电细丝理论是主要的阻变机理,模拟了突触可塑性以及学习记忆过程。但这种结构的缺点在于导电通路单一,不能同时进行信号传送和调节的操作,因此二端的人工突触无法同时实现信号传输和学习。与之相比,三端结构场效应晶体管能够通过栅极电压调控源漏之间的导电沟道,进而精确控制源漏电流。故而可将导电沟道和栅极分别看作信号传输和调节模块。因此,凭借器件机理的天然优势,场效应晶体管型三端突触器件将超过二端结构器件而处于主流地位。Among many new materials, due to their unique material properties, including tunable bandgap, easy control of charge carriers, ultra-flexible and low-temperature synthesis process <150 °C, and fast ion migration, the material with both electronic and ionic conductivity Perovskite materials have become important potential materials for artificial synaptic devices. The two-terminal memristor is the mainstream of the reported perovskite synaptic devices, and the conductive filament theory is the main resistance-switching mechanism, which simulates synaptic plasticity and learning and memory processes. However, the disadvantage of this structure is that the conductive path is single, and the operation of signal transmission and regulation cannot be performed at the same time, so the artificial synapse at both ends cannot realize signal transmission and learning at the same time. In contrast, the three-terminal structure field effect transistor can control the conduction channel between the source and drain through the gate voltage, thereby accurately controlling the source-drain current. Therefore, the conductive channel and the gate can be regarded as signal transmission and adjustment modules, respectively. Therefore, by virtue of the natural advantages of the device mechanism, the field effect transistor-type three-terminal synapse device will be in the mainstream position over the two-terminal structure device.
然而,目前基于卤化物钙钛矿的三端晶体管型突触器件研究非常缺失,国内外尚没有三端钙钛矿突触晶体管的相关报道。三端钙钛矿突触晶体管的主要问题在于,卤化物钙钛矿材料中离子迁移行为限制了器件性能。对于典型的三维有机无机钙钛矿多晶薄膜而言,其晶体管器件中载流子在横向和界面的传输特别容易受到多晶薄膜晶面状态和晶粒中普遍存在的缺陷的影响。例如,由于钙钛矿的离子半导体特性,当给突触晶体管施加一定强度的栅极电压时,在钙钛矿材料和电介质界面处就会形成离子屏蔽效应,使得栅压失去作用,从而不能有效调控沟道中载流子的传输。因此,直接将三维钙钛矿多晶薄膜作为沟道材料难以获得高性能三端突触晶体管。However, the current research on three-terminal transistor-based synaptic devices based on halide perovskite is very lacking, and there is no relevant report on three-terminal perovskite synaptic transistors at home and abroad. The main problem with three-terminal perovskite synaptic transistors is that the ion migration behavior in halide perovskite materials limits the device performance. For typical 3D organic-inorganic perovskite polycrystalline films, the lateral and interfacial carrier transport in transistor devices is particularly susceptible to the ubiquitous defects in the crystal plane states and grains of polycrystalline films. For example, due to the ionic semiconductor properties of perovskite, when a gate voltage of a certain strength is applied to a synaptic transistor, an ion shielding effect will be formed at the interface between the perovskite material and the dielectric, making the gate voltage ineffective and ineffective. Regulates the transport of carriers in the channel. Therefore, it is difficult to obtain high-performance three-terminal synaptic transistors directly by using three-dimensional perovskite polycrystalline thin films as channel materials.
发明内容SUMMARY OF THE INVENTION
本发明的目的在于针对现有技术的缺失,提供一种基于二维和三维钙钛矿复合结构的突触晶体管及其制备方法,以有效调控沟道中载流子的传输,获得高性能的三端突触晶体管。The purpose of the present invention is to provide a synaptic transistor based on a two-dimensional and three-dimensional perovskite composite structure and a preparation method thereof in view of the deficiencies in the prior art, so as to effectively regulate the transport of carriers in the channel and obtain high-performance three-dimensional terminal synapse transistor.
本发明的技术思路是:在保留三维钙钛矿材料作为栅极以用做输入端的基础上,另外采用二维钙钛矿材料来作为导电沟道层,以在实现信号传输和信号调节的同时,避免只采用传统三维钙钛矿结构而产生的调控失效现象。The technical idea of the present invention is: on the basis of retaining the three-dimensional perovskite material as the gate as the input terminal, the two-dimensional perovskite material is additionally used as the conductive channel layer, so as to realize the signal transmission and signal adjustment at the same time. , to avoid the regulation failure phenomenon caused by only using the traditional three-dimensional perovskite structure.
根据上述思路,本发明的技术方案实现如下:According to the above-mentioned thinking, the technical scheme of the present invention is realized as follows:
一种基于二维和三维钙钛矿复合结构的突触晶体管,自下而上包括:玻璃衬底、透明氧化物栅电极、钙钛矿区、源电极、漏电极、封装保护层,其特征在于:A synaptic transistor based on a two-dimensional and three-dimensional perovskite composite structure, comprising from bottom to top: a glass substrate, a transparent oxide gate electrode, a perovskite region, a source electrode, a drain electrode, and an encapsulation protective layer, characterized in that :
所述钙钛矿区分为离子介质层、离子阻挡层和导电沟道层;The perovskite zone is divided into an ion medium layer, an ion barrier layer and a conductive channel layer;
该离子介质层采用三维钙钛矿材料,其作为突触晶体管的栅极,用于模拟生物神经突触前膜;The ionic medium layer adopts three-dimensional perovskite material, which is used as the gate of the synaptic transistor to simulate the presynaptic membrane of biological nerves;
该离子阻挡层采用氧化物材料,用于防止离子介质层中的离子流入导电沟道层;The ion blocking layer adopts oxide material to prevent ions in the ion medium layer from flowing into the conductive channel layer;
该导电沟道层采用二维钙钛矿材料,用于有效实现信号的转移。The conductive channel layer adopts a two-dimensional perovskite material for effectively realizing signal transfer.
作为优选,所述玻璃衬底采用透光率大于80%的的导电玻璃,使光可以从衬底一侧进入器件。Preferably, the glass substrate adopts conductive glass with a light transmittance greater than 80%, so that light can enter the device from one side of the substrate.
作为优选,所述透明氧化物栅极采用FTO或ITO材料。Preferably, the transparent oxide gate is made of FTO or ITO material.
作为优选,所述离子介质层采用的三维钙钛矿材料,是厚度为300-500nm的有机无机杂化钙钛矿CH3NH3PbI3或纯无机钙钛矿CsPbBr3。Preferably, the three-dimensional perovskite material used in the ion medium layer is organic-inorganic hybrid perovskite CH 3 NH 3 PbI 3 or pure inorganic perovskite CsPbBr 3 with a thickness of 300-500 nm.
作为优选,所述离子阻挡层采用的氧化物材料,是厚度为10-20nm的Al2O3或MoO3。Preferably, the oxide material used for the ion blocking layer is Al 2 O 3 or MoO 3 with a thickness of 10-20 nm.
作为优选,所述导电沟道层采用的二维钙钛矿材料,是厚度为100-300nm的(PEA)2PbBr4或(PEA)2SnI4。Preferably, the two-dimensional perovskite material used in the conductive channel layer is (PEA) 2 PbBr 4 or (PEA) 2 SnI 4 with a thickness of 100-300 nm.
作为优选,所述源电极和漏电极均采用厚度为100-200nm的Au,且源电极与漏电极之间的间距为50-200μm。Preferably, both the source electrode and the drain electrode are Au with a thickness of 100-200 nm, and the distance between the source electrode and the drain electrode is 50-200 μm.
作为优选,所述封装保护层采用厚度为150-300nm的聚甲基丙烯酸甲酯PMMA。Preferably, the encapsulation protection layer adopts polymethyl methacrylate PMMA with a thickness of 150-300 nm.
根据上述思路,本发明基于二维和三维钙钛矿复合结构的突触晶体管制作方法,其特征在于,包括如下:According to the above ideas, the present invention provides a method for fabricating a synaptic transistor based on a two-dimensional and three-dimensional perovskite composite structure, which is characterized in that it includes the following:
对涂覆透明氧化物的玻璃衬底,依次使用丙酮、乙醇,去离子水进行15-20min的超声清洗,并用氮气吹干;For the glass substrate coated with transparent oxide, use acetone, ethanol, and deionized water for ultrasonic cleaning for 15-20min in sequence, and dry with nitrogen;
对清洗后的导电玻璃表面进行20-25min的紫外臭氧处理;The surface of the cleaned conductive glass is treated with ultraviolet ozone for 20-25min;
在紫外臭氧处理后的导电玻璃表面旋涂纯无机钙钛矿CsPbBr3的前驱体溶液或有机无机杂化钙钛矿CH3NH3PbI3的前驱体溶液,并进行退火,获得厚度为300-500nm的结晶CsPbBr3或结晶CH3NH3PbI3薄膜离子介质层;The precursor solution of pure inorganic perovskite CsPbBr3 or the precursor solution of organic-inorganic hybrid perovskite CH3NH3PbI3 was spin-coated on the surface of the conductive glass after UV ozone treatment, and annealed to obtain a thickness of 300- 500nm crystalline CsPbBr 3 or crystalline CH 3 NH 3 PbI 3 thin film ionic dielectric layer;
在CsPbBr3或CH3NH3PbI3薄膜离子介质层上生长厚度为10-20nm的Al2O3或MoO3离子阻挡层;Growth of Al 2 O 3 or MoO 3 ion blocking layer with a thickness of 10-20nm on the CsPbBr 3 or CH 3 NH 3 PbI 3 thin film ion medium layer;
在Al2O3或MoO3离子阻挡层上首先利用热蒸发工艺,蒸镀二维(PEA)2PbBr4单晶粉末,并在120℃温度下进行时间为20min的退火结晶,制备厚度为100-300nm的二维(PEA)2PbBr4导电沟道层;Two-dimensional (PEA) 2 PbBr 4 single crystal powder was first evaporated on the Al 2 O 3 or MoO 3 ion barrier layer by thermal evaporation process, and then annealed and crystallized at 120°C for 20 min to prepare a thickness of 100 -300nm two-dimensional (PEA) 2 PbBr 4 conductive channel layer;
在二维(PEA)2PbBr4导电沟道层上利用热蒸发工艺淀积厚度为100-200nm的Au金属源电极;Au metal source electrodes with a thickness of 100-200 nm are deposited on the two-dimensional (PEA) 2 PbBr 4 conductive channel layer by thermal evaporation process;
在二维(PEA)2PbBr4导电沟道层上利用热蒸发工艺淀积厚度为100-200nm的Au金属漏电极;Au metal drain electrodes with a thickness of 100-200 nm are deposited on the two-dimensional (PEA) 2 PbBr 4 conductive channel layer by thermal evaporation process;
在二维(PEA)2PbBr4导电沟道层、Au金属源电极层和Au金属漏电极层上旋涂厚度为150-300nm的聚甲基丙烯酸甲酯PMMA,对器件进行封装保护。On the two-dimensional (PEA) 2 PbBr 4 conductive channel layer, the Au metal source electrode layer and the Au metal drain electrode layer, polymethyl methacrylate PMMA with a thickness of 150-300 nm was spin-coated to protect the device.
本发明与现有技术相比,具有如下优点:Compared with the prior art, the present invention has the following advantages:
第一,本发明由于采用三端突触结构,通过栅极电压调控源漏之间的导电沟道,精确控制源漏电流,故而可将导电沟道和栅极分别看作信号传输和信号调节模块,同时实现信号的传输和调节。First, because the present invention adopts a three-terminal synapse structure, the conductive channel between the source and the drain is regulated by the gate voltage, and the source-drain current is precisely controlled, so the conductive channel and the gate can be regarded as signal transmission and signal adjustment respectively. module, and realize signal transmission and adjustment at the same time.
第二,本发明由于采用具备带隙可调、载流子易于调控、超柔性和兼具电子、离子导电性的钙钛矿作为三端突触结构核心材料,可以实现离子的快速迁移。Second, the present invention can realize the rapid migration of ions due to the use of perovskite with adjustable band gap, easy regulation of carriers, ultra-flexibility, and both electronic and ionic conductivity as the core material of the three-terminal synapse structure.
第三,本发明由于分别采用三维钙钛矿层作为离子介质层和二维钙钛矿层作为导电沟道层,因而可以在保留三维钙钛矿层离子迁移能力强和二维钙钛矿层横向导电性和稳定性的基础上,将离子介质层和导电沟道层在空间上分开,避免产生离子屏蔽效应。Third, because the present invention adopts the three-dimensional perovskite layer as the ion medium layer and the two-dimensional perovskite layer as the conductive channel layer respectively, it can retain the strong ion mobility of the three-dimensional perovskite layer and the lateral conductivity and the lateral conductivity of the two-dimensional perovskite layer. On the basis of stability, the ionic dielectric layer and the conductive channel layer are spatially separated to avoid the ion shielding effect.
第四,本发明由于采用这种二维和三维钙钛矿复合结构,可同时实现载流子输运和栅控调节两个过程模拟生物神经突触行为,获得人工突触晶体管,并可通过电压激发、光照激发、热激发的不同方式调控离子介质中的离子迁移,从而调控源漏电流。Fourth, due to the use of this two-dimensional and three-dimensional perovskite composite structure, the present invention can simultaneously realize the two processes of carrier transport and gate control to simulate the behavior of biological nerve synapses, and obtain artificial synaptic transistors, which can be achieved by Different ways of voltage excitation, light excitation, and thermal excitation control the ion migration in the ionic medium, thereby regulating the source-drain current.
附图说明Description of drawings
图1为现有生物突触的结构图;Figure 1 is a structural diagram of an existing biological synapse;
图2为本发明的突触晶体管结构示意图;2 is a schematic structural diagram of a synaptic transistor of the present invention;
图3本发明制作突触晶体管的流程示意图。FIG. 3 is a schematic flow chart of the present invention for fabricating a synaptic transistor.
具体实施方式Detailed ways
下面结合附图和实施案例对本发明实施例做进一步描述:The embodiments of the present invention are further described below in conjunction with the accompanying drawings and implementation cases:
参照图1,所述生物突触,是指为两个神经元之间或神经元与效应器细胞之间相互接触、并借以传递信息的部位,其主要由突触前膜、突触间隙和突触后模构成。生物突触的作用原理是:冲动传到突触前膜,突触前膜打开离子沟道,使得内含的递质与部分前膜结合并进入突触间隙;然后,由突触间隙中的递质再与突触后膜中的受体结合,完成信息的传递。Referring to Figure 1, the biological synapse refers to the site where two neurons or between neurons and effector cells contact each other and transmit information, which is mainly composed of presynaptic membrane, synaptic cleft and synapse. Aftertouch composition. The principle of action of biological synapses is: impulses are transmitted to the presynaptic membrane, and the presynaptic membrane opens the ion channel, so that the contained transmitters combine with part of the presynaptic membrane and enter the synaptic cleft; The transmitter then binds to the receptor in the postsynaptic membrane to complete the transmission of information.
本实例是基于生物突触的信息传递过程,模拟生物突触的三端结构,采用二维和三维钙钛矿复合结构的突触器件,同时实现信息调控与传递的过程。其采用三维钙钛矿材料,作为突触晶体管的栅极,用于模拟生物神经突触前膜,在信息传递中起到刺激脉冲输入端的作用;突触晶体管源漏电极作为突触后膜,用于读取突触后电流;利用三维钙钛矿材料中离子迁移形成的电场调制二维钙钛矿材料中的载流子输运,用于模拟神经递质的传播。This example is based on the information transmission process of biological synapses, simulating the three-terminal structure of biological synapses, using synaptic devices with two-dimensional and three-dimensional perovskite composite structures, and realizing the process of information regulation and transmission at the same time. It uses a three-dimensional perovskite material as the gate of the synaptic transistor, which is used to simulate the presynaptic membrane of biological nerves, and plays the role of stimulating pulse input in the information transmission; the source and drain electrodes of the synaptic transistor serve as the post-synaptic membrane, It is used to read postsynaptic currents; the electric field formed by ion migration in 3D perovskite materials is used to modulate carrier transport in 2D perovskite materials to simulate the propagation of neurotransmitters.
参照图2,本实例基于二维和三维钙钛矿复合结构的突触晶体管,包括玻璃衬底1,透明氧化物栅电极2、钙钛矿区3、源电极4、漏电极5、封装保护层6。其中钙钛矿区3分为离子介质层31、离子阻挡层32和导电沟道层33;2, the present example is based on a two-dimensional and three-dimensional perovskite composite structure of a synaptic transistor, including a
导电玻璃1作为突触晶体管最底层,其上是透明氧化物栅电极层2,在透明氧化物栅电极层2上是钙钛矿区3,钙钛矿区自下而上分别为离子介质层31、离子阻挡层32和导电沟道层33,导电沟道层33上方两端靠近边界的地方为源金属电极层4与漏金属电极层5,封装保护层6位于导电沟道层33和源漏金属电极层上方。The
玻璃衬底1采用透光率大于80%的的导电玻璃,使光可以从衬底一侧进入器件;透明氧化物栅极2采用FTO或ITO材料;离子介质层31采用的三维钙钛矿材料,其为厚度是300-500nm的有机无机杂化钙钛矿CH3NH3PbI3或纯无机钙钛矿CsPbBr3;离子阻挡层32采用的氧化物材料,其为厚度是10-20nm的Al2O3或MoO3;导电沟道层33采用的二维钙钛矿材料,其是厚度为100-300nm的(PEA)2PbBr4;源电极4和漏电极5均采用厚度为100-200nm的Au,且源电极4与漏电极5之间的间距为50-200μm;封装保护层6采用厚度为150-300nm的聚甲基丙烯酸甲酯PMMA。The
参照图3,本实例制作基于二维和三维钙钛矿复合结构突触晶体管的方法,给出以下四种实施例:Referring to Figure 3, the present example fabricates a method for making synaptic transistors based on two-dimensional and three-dimensional perovskite composite structures, and the following four embodiments are given:
实施例1:制作FTO氧化栅电极和Al2O3离子阻挡层的纯无机三维钙钛矿突触晶体管。Example 1: Fabrication of pure inorganic three-dimensional perovskite synaptic transistors with FTO oxide gate electrode and Al 2 O 3 ion blocking layer.
步骤1:对导电衬底进行处理。Step 1: Process the conductive substrate.
如图3a所示,所述导电衬底,由包括玻璃衬底和FTO透明氧化物栅电极的基片构成,对该导电衬底先依次使用丙酮、乙醇,去离子水进行超声清洗15min,并用高纯氮气吹干;再对清洗后的导电衬底表面进行UV-ozone紫外臭氧处理20min,得到突触晶体管的栅电极。As shown in Fig. 3a, the conductive substrate is composed of a substrate including a glass substrate and a FTO transparent oxide gate electrode. The conductive substrate is first ultrasonically cleaned with acetone, ethanol, and deionized water for 15 minutes, and then cleaned with acetone, ethanol, and deionized water. Blow dry with high-purity nitrogen; then, the surface of the cleaned conductive substrate is subjected to UV-ozone treatment for 20 minutes to obtain the gate electrode of the synaptic transistor.
步骤2:生长钙钛矿区。Step 2: Growing the perovskite region.
2.1)如图3b所示,在紫外臭氧处理后的导电衬底表面,先在浓度1mol/L、转速2000r/min的条件下旋涂PbBr2的DMF溶液30s,并在90℃温度下进行时长1h的热退火,获得PbBr2层;再在PbBr2层上在浓度0.07mol/L、转速2000r/min的条件下旋涂CsBr2的甲醇溶液30s,并在250℃温度下进行时长为5min的热退火,重复6次,获得厚度为300nm的三维CsPbBr3离子介质层;2.1) As shown in Figure 3b, on the surface of the conductive substrate after UV ozone treatment, spin-coat the DMF solution of PbBr 2 for 30 s at a concentration of 1 mol/L and a rotation speed of 2000 r/min, and carry out the process at a temperature of 90 °C for a long time. After thermal annealing for 1 h, a PbBr 2 layer was obtained; then, a methanol solution of CsBr 2 was spin-coated on the PbBr 2 layer under the conditions of a concentration of 0.07 mol/L and a rotation speed of 2000 r/min for 30 s, and the temperature was 250 °C for 5 min. Thermal annealing, repeated 6 times, to obtain a three-dimensional CsPbBr 3 ionic dielectric layer with a thickness of 300 nm;
2.2)如图3c所示,在离子介质层上利用原子层淀积工艺生长Al2O3离子阻挡层,即在温度为300℃,循环数为250的条件下,生长厚度为10nm的Al2O3离子阻挡层;2.2) As shown in Fig. 3c, the Al 2 O 3 ion barrier layer is grown on the ion dielectric layer by the atomic layer deposition process, that is, the Al 2 with a thickness of 10 nm is grown under the conditions of a temperature of 300 °C and a cycle number of 250 O 3 ion blocking layer;
2.3)如图3d所示,在离子阻挡层上先利用热蒸发工艺蒸镀二维(PEA)2PbBr4单晶粉末,即在蒸发温度为200℃,蒸发速率为0.05nm/s的条件下生长二维(PEA)2PbBr4;再对二维(PEA)2PbBr4进行温度为120℃、持续时间为20min的退火结晶,获得厚度为100nm的二维(PEA)2PbBr4导电沟道层。2.3) As shown in Figure 3d, two-dimensional (PEA) 2 PbBr 4 single crystal powder was first evaporated on the ion barrier layer by thermal evaporation process, that is, under the conditions of evaporation temperature of 200 °C and evaporation rate of 0.05 nm/s Two-dimensional (PEA) 2 PbBr 4 was grown; then the two-dimensional (PEA) 2 PbBr 4 was annealed and crystallized at a temperature of 120 °C and a duration of 20 min to obtain a two-dimensional (PEA) 2 PbBr 4 conductive channel with a thickness of 100 nm Floor.
步骤3:生长源漏电极。Step 3: Growing source and drain electrodes.
如图3e所示,在导电沟道层上利用热蒸发工艺淀积源、漏金属Au图形电极,在蒸发速率为0.1nm/s的条件下,生长厚度为100nm的源、漏金属电极,保持源漏间距为100μm。As shown in Figure 3e, source and drain metal Au pattern electrodes are deposited on the conductive channel layer by thermal evaporation process, and under the condition of evaporation rate of 0.1 nm/s, source and drain metal electrodes with a thickness of 100 nm are grown to keep the The source-drain spacing is 100 μm.
步骤4:突触晶体管封装。Step 4: Synaptic Transistor Packaging.
如图3f所示,在导电沟道层和源漏金属层上以浓度10mg/mL、转速2000r/min的条件下旋涂PMMA的氯苯溶液60s,生成厚度为150nm的封装保护层,对器件进行封装保护。完成基于二维和三维钙钛矿复合结构突触晶体管的制作。As shown in Figure 3f, a chlorobenzene solution of PMMA was spin-coated on the conductive channel layer and the source-drain metal layer for 60 s at a concentration of 10 mg/mL and a rotation speed of 2000 r/min to generate a package protective layer with a thickness of 150 nm. Encapsulation protection. Completed the fabrication of synaptic transistors based on two-dimensional and three-dimensional perovskite composite structures.
实施例2:制作ITO氧化栅电极和MoO3离子阻挡层的有机无机杂化三维钙钛矿突触晶体管。Example 2: Fabrication of organic-inorganic hybrid three-dimensional perovskite synaptic transistor with ITO oxide gate electrode and MoO 3 ion blocking layer.
步骤一:对导电衬底进行处理。Step 1: Treat the conductive substrate.
如图3a所示,所述导电衬底,由包括玻璃衬底和ITO透明氧化物栅电极的基片构成,对该导电衬底先依次使用丙酮、乙醇,去离子水进行超声清洗15min,并用高纯氮气吹干;再对清洗后的导电衬底表面进行UV-ozone紫外臭氧处理20min,得到突触晶体管的栅电极。As shown in Fig. 3a, the conductive substrate is composed of a substrate including a glass substrate and an ITO transparent oxide gate electrode. The conductive substrate is first ultrasonically cleaned with acetone, ethanol, and deionized water for 15 minutes, and then cleaned with acetone, ethanol, and deionized water. Blow dry with high-purity nitrogen; then, the surface of the cleaned conductive substrate is subjected to UV-ozone treatment for 20 minutes to obtain the gate electrode of the synaptic transistor.
步骤二:生长钙钛矿区。Step 2: Growing the perovskite region.
2a)如图3b所示,在紫外臭氧处理后的导电衬底表面,先在浓度1.4mol/L、转速3000r/min的条件下旋涂PbI2的DMF溶液45s,获得PbI2层;再在PbI2层上在浓度100mg/mL、转速3000r/min的条件下旋涂CH3NH3I的异丙醇溶液45s,并在100℃温度的氮气氛围下下进行时长为10min的热退火,获得厚度为400nm的三维CH3NH3PbI3离子介质层;2a) As shown in Figure 3b, on the surface of the conductive substrate after UV ozone treatment, spin-coating a DMF solution of PbI 2 for 45 s under the conditions of a concentration of 1.4 mol/L and a rotational speed of 3000 r/min to obtain a PbI 2 layer; The isopropanol solution of CH 3 NH 3 I was spin-coated on the PbI 2 layer at a concentration of 100 mg/mL and a rotation speed of 3000 r/min for 45 s, and then thermally annealed for 10 min under a nitrogen atmosphere at a temperature of 100 °C to obtain A three-dimensional CH 3 NH 3 PbI 3 ion dielectric layer with a thickness of 400 nm;
2b)如图3c所示,在离子介质层上利用热蒸发工艺生长MoO3离子阻挡层,在蒸发温度为650℃,蒸发速率为0.05nm/s的条件下,生长厚度为15nm的MoO3离子阻挡层;2b) As shown in Fig. 3c, a MoO 3 ion barrier layer was grown on the ion medium layer using a thermal evaporation process, and the MoO 3 ions with a thickness of 15 nm were grown under the conditions of an evaporation temperature of 650 °C and an evaporation rate of 0.05 nm/s. barrier layer;
2c)如图3d所示,在离子阻挡层上先利用热蒸发工艺蒸镀二维(PEA)2PbBr4单晶粉末,即在蒸发温度为200℃,蒸发速率为0.05nm/s的条件下生长二维(PEA)2PbBr4;再对二维(PEA)2PbBr4进行温度为120℃、持续时间为20min的退火结晶,获得厚度为200nm的二维(PEA)2PbBr4导电沟道层。2c) As shown in Figure 3d, two-dimensional (PEA) 2 PbBr 4 single crystal powder was first evaporated on the ion barrier layer by thermal evaporation process, that is, under the conditions of evaporation temperature of 200 °C and evaporation rate of 0.05 nm/s Two-dimensional (PEA) 2 PbBr 4 was grown; then the two-dimensional (PEA) 2 PbBr 4 was annealed and crystallized at a temperature of 120 °C and a duration of 20 min to obtain a two-dimensional (PEA) 2 PbBr 4 conductive channel with a thickness of 200 nm Floor.
步骤三:生长源漏电极。Step 3: Growing source and drain electrodes.
如图3e所示,在导电沟道层上利用热蒸发工艺淀积源、漏金属Au图形电极,在蒸发速率为0.1nm/s的条件下,生长厚度为150nm的源、漏金属电极,保持源漏间距为100μm。As shown in Figure 3e, source and drain metal Au pattern electrodes are deposited on the conductive channel layer by thermal evaporation process, and under the condition of evaporation rate of 0.1 nm/s, source and drain metal electrodes with a thickness of 150 nm are grown to keep the The source-drain spacing is 100 μm.
步骤四:突触晶体管封装。Step 4: Packaging of synaptic transistors.
如图3f所示,在导电沟道层和源漏金属层上以浓度10mg/mL、转速2000r/min的条件旋涂PMMA的氯苯溶液60s,生成厚度为200nm的封装保护层,对器件进行封装保护。完成基于二维和三维钙钛矿复合结构突触晶体管的制作。As shown in Figure 3f, a chlorobenzene solution of PMMA was spin-coated on the conductive channel layer and the source-drain metal layer at a concentration of 10 mg/mL and a rotation speed of 2000 r/min for 60 s to generate a package protective layer with a thickness of 200 nm. Package protection. Completed the fabrication of synaptic transistors based on two-dimensional and three-dimensional perovskite composite structures.
实施例3:制作FTO氧化栅电极和Al2O3离子阻挡层的有机无机杂化三维钙钛矿突触晶体管。Example 3: Fabrication of organic-inorganic hybrid three-dimensional perovskite synaptic transistor with FTO oxide gate electrode and Al 2 O 3 ion blocking layer.
步骤A:对导电衬底进行处理。Step A: Treating the Conductive Substrate.
本步骤的具体实现与实施例1的步骤1相同。The specific implementation of this step is the same as that of
步骤B:生长钙钛矿区。Step B: Growing the perovskite region.
B1)如图3b所示,在紫外臭氧处理后的导电衬底表面,先在浓度1.4mol/L、转速3000r/min的条件下旋涂PbI2的DMF溶液45s,获得PbI2层;再在PbI2层上在浓度100mg/mL、转速3000r/min的条件下旋涂CH3NH3I的异丙醇溶液45s,并在100℃温度的氮气氛围下下进行时长为10min的热退火,获得厚度为500nm的三维CH3NH3PbI3离子介质层;B1) As shown in Figure 3b, on the surface of the conductive substrate after UV ozone treatment, spin-coating a DMF solution of PbI 2 for 45 s under the conditions of a concentration of 1.4 mol/L and a rotational speed of 3000 r/min to obtain a PbI 2 layer; The isopropanol solution of CH 3 NH 3 I was spin-coated on the PbI 2 layer at a concentration of 100 mg/mL and a rotation speed of 3000 r/min for 45 s, and then thermally annealed for 10 min under a nitrogen atmosphere at a temperature of 100 °C to obtain A three-dimensional CH 3 NH 3 PbI 3 ion dielectric layer with a thickness of 500 nm;
B2)如图3c所示,在离子介质层上利用原子层淀积工艺生长Al2O3离子阻挡层,即在温度为300℃,循环数为250的条件下,生长厚度为20nm的Al2O3离子阻挡层;B2) As shown in Figure 3c, an Al 2 O 3 ion barrier layer is grown on the ion dielectric layer by atomic layer deposition, that is, under the conditions of a temperature of 300 °C and a cycle number of 250, Al 2 with a thickness of 20 nm is grown O 3 ion blocking layer;
B3)如图3d所示,在离子阻挡层上先利用热蒸发工艺蒸镀二维(PEA)2PbBr4单晶粉末,即在蒸发温度为200℃,蒸发速率为0.05nm/s的条件下生长二维(PEA)2PbBr4;再对二维(PEA)2PbBr4进行温度为120℃、持续时间为20min的退火结晶,获得厚度为300nm的二维(PEA)2PbBr4导电沟道层。B3) As shown in Figure 3d, two-dimensional (PEA) 2 PbBr 4 single crystal powder was first evaporated on the ion barrier layer by thermal evaporation process, that is, under the conditions of evaporation temperature of 200 °C and evaporation rate of 0.05 nm/s Two-dimensional (PEA) 2 PbBr 4 was grown; then the two-dimensional (PEA) 2 PbBr 4 was annealed and crystallized at a temperature of 120 °C and a duration of 20 min to obtain a two-dimensional (PEA) 2 PbBr 4 conductive channel with a thickness of 300 nm Floor.
步骤3:生长源漏电极。Step 3: Growing source and drain electrodes.
如图3e所示,在导电沟道层上利用热蒸发工艺淀积源、漏金属Au图形电极,在蒸发速率为0.1nm/s的条件下,生长厚度为200nm的源、漏金属电极,保持源漏间距为100μm。As shown in Figure 3e, source and drain metal Au pattern electrodes are deposited on the conductive channel layer by thermal evaporation process, and under the condition of evaporation rate of 0.1 nm/s, source and drain metal electrodes with a thickness of 200 nm are grown, keeping the The source-drain spacing is 100 μm.
步骤4:突触晶体管封装。Step 4: Synaptic Transistor Packaging.
如图3f所示,在导电沟道层和源漏金属层上以浓度10mg/mL、转速2000r/min的条件旋涂PMMA的氯苯溶液60s,生成厚度为300nm的封装保护层,对器件进行封装保护。完成基于二维和三维钙钛矿复合结构突触晶体管的制作。As shown in Figure 3f, a chlorobenzene solution of PMMA was spin-coated on the conductive channel layer and the source-drain metal layer at a concentration of 10 mg/mL and a rotational speed of 2000 r/min for 60 s to generate a package protective layer with a thickness of 300 nm. Package protection. Completed the fabrication of synaptic transistors based on two-dimensional and three-dimensional perovskite composite structures.
实施例4:制作ITO氧化栅电极和MoO3离子阻挡层的纯无机三维钙钛矿突触晶体管。Example 4: Fabrication of pure inorganic three-dimensional perovskite synaptic transistors with ITO oxide gate electrodes and MoO 3 ion blocking layers.
第一步:对导电衬底进行处理。Step 1: Process the conductive substrate.
本步骤的具体实现与实施例2的步骤一相同The specific implementation of this step is the same as that of
第二步:生长钙钛矿区。The second step: growing the perovskite region.
首先,如图3b所示,在紫外臭氧处理后的导电衬底表面,先在浓度1mol/L、转速2000r/min的条件下旋涂PbBr2的DMF溶液30s,并在90℃温度下进行时长1h的热退火,获得PbBr2层;再在PbBr2层上在浓度0.07mol/L、转速2000r/min的条件下旋涂CsBr2的甲醇溶液30s,并在250℃温度下进行时长为5min的热退火,重复6次,获得厚度为450nm的三维CsPbBr3离子介质层;First, as shown in Fig. 3b, on the surface of the conductive substrate after UV ozone treatment, the DMF solution of PbBr 2 was spin-coated at a concentration of 1 mol/L and a rotation speed of 2000 r/min for 30 s, and was carried out at a temperature of 90 °C for a long time. After thermal annealing for 1 h, a PbBr 2 layer was obtained; then, a methanol solution of CsBr 2 was spin-coated on the PbBr 2 layer under the conditions of a concentration of 0.07 mol/L and a rotation speed of 2000 r/min for 30 s, and the temperature was 250 °C for 5 min. Thermal annealing, repeated 6 times, to obtain a three-dimensional CsPbBr 3 ionic dielectric layer with a thickness of 450 nm;
接着,如图3c所示,在离子介质层上利用热蒸发工艺生长MoO3离子阻挡层,在蒸发温度为650℃,蒸发速率为0.05nm/s的条件下,生长厚度为15nm的MoO3离子阻挡层;Next, as shown in Figure 3c, a MoO 3 ion barrier layer was grown on the ion medium layer by thermal evaporation process, and the MoO 3 ions with a thickness of 15 nm were grown under the conditions of an evaporation temperature of 650 °C and an evaporation rate of 0.05 nm/s. barrier layer;
然后,如图3d所示,在离子阻挡层上先利用热蒸发工艺蒸镀二维(PEA)2PbBr4单晶粉末,即在蒸发温度为200℃,蒸发速率为0.05nm/s的条件下生长二维(PEA)2PbBr4;再对二维(PEA)2PbBr4进行温度为120℃、持续时间为20min的退火结晶,获得厚度为150nm的二维(PEA)2PbBr4导电沟道层。Then, as shown in Figure 3d, two-dimensional (PEA) 2 PbBr 4 single crystal powder was first evaporated on the ion barrier layer by thermal evaporation process, that is, under the conditions of evaporation temperature of 200 °C and evaporation rate of 0.05 nm/s Two-dimensional (PEA) 2 PbBr 4 was grown; then the two-dimensional (PEA) 2 PbBr 4 was annealed and crystallized at a temperature of 120 °C and a duration of 20 min to obtain a two-dimensional (PEA) 2 PbBr 4 conductive channel with a thickness of 150 nm Floor.
第三步:生长源漏电极。The third step: growing the source and drain electrodes.
如图3e所示,在导电沟道层上利用热蒸发工艺淀积源、漏金属Au图形电极,在蒸发速率为0.1nm/s的条件下,生长厚度为180nm的源、漏金属电极,保持源漏间距为100μm。As shown in Figure 3e, source and drain metal Au pattern electrodes are deposited on the conductive channel layer by thermal evaporation process, and under the condition of evaporation rate of 0.1 nm/s, source and drain metal electrodes with a thickness of 180 nm are grown, keeping the The source-drain spacing is 100 μm.
第四步:突触晶体管封装。Step 4: Synaptic Transistor Packaging.
如图3f所示,在导电沟道层和源漏金属层上以浓度10mg/mL、转速2000r/min的条件旋涂PMMA的氯苯溶液60s,生成厚度为250nm的封装保护层,对器件进行封装保护。完成基于二维和三维钙钛矿复合结构突触晶体管的制作。As shown in Figure 3f, a chlorobenzene solution of PMMA was spin-coated on the conductive channel layer and the source-drain metal layer at a concentration of 10 mg/mL and a rotational speed of 2000 r/min for 60 s to generate a package protective layer with a thickness of 250 nm. Package protection. Completed the fabrication of synaptic transistors based on two-dimensional and three-dimensional perovskite composite structures.
以上描述仅是本发明的四个具体实例,对于本领域的专业人员来说,在了解本发明内容和原理后,能够在不背离本发明的原理和范围的情况下,根据本发明的方法进行形式和细节上的各种修正和改变,但是这些基于本发明的修正和改变仍在本发明的权利要求保护范围之内。The above descriptions are only four specific examples of the present invention. For those skilled in the art, after understanding the content and principles of the present invention, they can carry out the method according to the present invention without departing from the principles and scope of the present invention. Various corrections and changes in form and details, but these corrections and changes based on the present invention are still within the scope of protection of the claims of the present invention.
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